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@ARTICLE{Laha2015ESWA,
  author = {D. Laha and Ye Ren and P. N. Suganthan},
  title = {Modeling of Steelmaking Process with Effective Machine Learning Techniques
	Expert Systems With Applications},
  journal = {Expert Systems With Applications},
  year = {2015},
  note = {Accepted},
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Qiu2014CIEL,
  author = {Xueheng Qiu and Le Zhang and Ye Ren and P. N. Suganthan and G. Amaratunga},
  title = {Ensemble Deep Learning for Regression and Time Series Forecasting},
  booktitle = {Proc. IEEE Symposium on Computational Intelligence and Ensemble Learning
	(CIEL2014)},
  year = {2014},
  address = {Orlando, US},
  month = dec,
  owner = {renye},
  timestamp = {2014.10.03}
}

@INPROCEEDINGS{Ren2014CIEL,
  author = {Ye Ren and Xueheng Qiu and P. N. Suganthan},
  title = {{EMD} based {AdaBoost-BPNN} Method for Wind Speed Forecasting},
  booktitle = {Proc. IEEE Symposium on Computational Intelligence and Ensemble Learning
	(CIEL2014)},
  year = {2014},
  address = {Orlando, US},
  month = dec,
  owner = {renye},
  timestamp = {2014.10.03}
}

@INPROCEEDINGS{Ren2010IASTED,
  author = {Ren, Ye and Shi, Yiqiong and Gwee, Bah-Hwee},
  title = {A novel gate-level to behavior-level conversion algorithm with high
	microcell identification rate},
  booktitle = {Proc. IASTED International Conference on Circuits and Systems},
  year = {2010},
  address = {Hawaii},
  month = aug,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Ren2010Primeasia,
  author = {Ren, Ye and Shi, Yiqiong and Gwee, Bah-Hwee and Ting, Chan Wai},
  title = {An efficient {VLSI} circuit extraction algorithm for transistor-level
	to gate-level abstraction},
  booktitle = {Proc. IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics
	and Electronics (PrimeAsia'10)},
  year = {2010},
  pages = {49-52}
}

@ARTICLE{Ren2014JPEE,
  author = {Ye Ren and P. N. Suganthan},
  title = {{EMD}-k{NN} models for wind speed forecasting},
  journal = {Journal of Power and Energy Engineering},
  year = {2014},
  volume = {2},
  pages = {176-185},
  number = {4},
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Ren2012Fusion,
  author = {Ye Ren and P. N. Suganthan},
  title = {Empirical comparison of bagging-based ensemble classifiers},
  booktitle = {Proc. International Conference on Information Fusion (Fusion2012)},
  year = {2012},
  pages = {917-924},
  address = {Singapore},
  month = jul,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Ren2012ISDA,
  author = {Ye Ren and P. N. Suganthan},
  title = {A kernel-ensemble bagging support vector machine},
  booktitle = {Proc. International Conference on Intelligent Systems Design and
	Applications (ISDA2012)},
  year = {2012},
  address = {Brunei},
  month = oct,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INCOLLECTION{Ren2013NOVA,
  author = {Ren, Ye and P. N. Suganthan and N. Srikanth},
  title = {Wind speed forecasting: a comparison between statistical approach
	and learning-based approach},
  booktitle = {Smart Microgrids: New Advances, Challenges and Opportunities in the
	Actual Power Systems},
  publisher = {NOVA},
  year = {2013},
  editor = {Hussein M. Khodr},
  pages = {1-23},
  address = {NY},
  owner = {renye},
  timestamp = {2015.01.28}
}

@ARTICLE{Ren2014TNNLS,
  author = {Ye Ren and P. N. Suganthan and N. Srikanth},
  title = {A Novel Empirical Mode Decomposition With Support Vector Regression
	for Wind Speed Forecasting},
  journal = {IEEE Trans. Neural Netw. Learn. Syst.},
  year = {2014},
  month = sep,
  volume = {PP},
  doi={10.1109/TNNLS.2014.2351391},
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Ren2015MENDEL,
  author = {Ye Ren and P. N. Suganthan and N. Srikanth},
  title = {Random Vector Functional Link Neural Network for Short-term Wind
	Power Ramp Forecasting},
  booktitle = {Proc. MENDEL},
  year = {2015},
  note = {Accepted}
}

@ARTICLE{Ren2015RSER,
  author = {Ye Ren and P. N. Suganthan and N. Srikanth},
  title = {Ensemble methods for wind and solar power forecasting: a state-of-the-art
	review},
  journal = {Renewable and Sustainable Energy Reviews},
  year = {2015},
  volume = {50},
  pages = {82-91},
  month = oct,
  owner = {renye},
  timestamp = {2015.01.28}
}

@ARTICLE{Ren2015TSTE,
  author = {Ye Ren and P. N. Suganthan and N. Srikanth},
  title = {A comparative study of empirical mode decomposition-based short-term
	wind speed forecasting methods},
  journal = {IEEE Trans. Sustain. Energy},
  year = {2015},
  volume = {6},
  pages = {236-244},
  number = {1},
  month = jan,
  owner = {renye},
  timestamp = {2015.01.28}
}

@ARTICLE{Ren2015INFOSCI,
  author = {Ye Ren and P. N. Suganthan and N. Srikanth and G. Amaratunga},
  title = {Single Hidden Layer Neural Networks with Random Weights for Short-term
	Electricity Load Demand Forecasting},
  journal = {Information Sciences},
  year = {2016},
  doi = {10.1016/j.ins.2015.11.039},
}

@INPROCEEDINGS{Ren2013FUZZ,
  author = {Ye Ren and P. N. Suganthan and N. Srikanth and S. Sarkar},
  title = {A Hybrid {ARIMA-DENFIS} Method for Wind Speed Forecasting},
  booktitle = {Proc. IEEE International Conference on Fuzzy Systems (FUZZ2013)},
  year = {2013},
  address = {Hyderabad, India},
  month = jul,
  owner = {renye},
  timestamp = {2014.09.01}
}

@ARTICLE{Ren2015CIM,
  author = {Ye Ren and Le Zhang and P. N. Suganthan},
  title = {Ensemble Classification and Regression --Recent Developments, Applications
	and Future Directions},
  journal = {IEEE Comput. Intell. Mag.},
  year = {2016},
  doi = {10.1109/MCI.2015.2471235},
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Ren2013CIEL,
  author = {Ye Ren and Le Zhang and P. N. Suganthan},
  title = {K{NN} based bagging {SVM} pruning},
  booktitle = {Proc. IEEE Symposium on Computational Intelligence and Ensemble Learning
	(CIEL2013)},
  year = {2013},
  address = {Singapore},
  month = apr,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Ren2015CIEL,
  author = {Ye Ren and Xueheng Qiu and P. N. Suganthan and N. Srikanth and G. Amaratunga},
  title = {Detecting Wind Power Ramp with Random Vector Functional Link ({RVFL}) Network},
  booktitle = {Proc. IEEE Symposium on Computational Intelligence and Ensemble Learning
	(CIEL2015)},
  year = {2015},
  address = {Cape Town, South Africa},
  month = dec,
}

@INPROCEEDINGS{Shi2012ISCIT,
  author = {Yiqiong Shi and Bah-Hwee Gwee and Ye Ren and Thet Khaing Phone and
	Chang Wai Ting},
  title = {Extracting functional modules from flattened gate-level netlist},
  booktitle = {Proc. IEEE International Symposium on Communications and Information
	Technologies (ISCIT'12)},
  year = {2012},
  pages = {538-543},
  address = {Australia},
  month = {2-5 } # oct,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Shi2010ISCAS,
  author = {Yiqiong Shi and Chang Wai Ting and Bah-Hwee Gwee and Ye Ren},
  title = {A highly efficient method for extracting {FSM}s from flattened gate-level
	netlist},
  booktitle = {Proc. IEEE International Symposium on Circuits and Systems (ISCAS'10)},
  year = {2010},
  pages = {2610-2613},
  address = {Paris},
  month = may,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Zhang2014IJCNN,
  author = {Le Zhang and Ye Ren and P. N. Suganthan},
  title = {Towards generating random forests via extremely randomized trees},
  booktitle = {Proc. IEEE International Joint Conference on Neural Networks (IJCNN2014)},
  year = {2014},
  pages = {2645-2652},
  address = {Beijing},
  month = {11-14 } # jul,
  owner = {renye},
  timestamp = {2015.01.28}
}

@INPROCEEDINGS{Zhang2013CIEL,
  author = {Le Zhang and Ye Ren and P. N. Suganthan},
  title = {Instance based random forest with rotated feature space},
  booktitle = {Proc. IEEE Symposium on Computational Intelligence and Ensemble Learning
	(CIEL2013)},
  year = {2013},
  address = {Singapore},
  month = apr,
  owner = {renye},
  timestamp = {2015.01.28}
}

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